Pytorch Learning Notes
Contents
Reference tutorial: https://datawhalechina.github.io/thorough-pytorch/ This tutorial is pretty rubbish: it describes things but does not explain them. Switching to other books https://github.com/INTERMT/Awesome-PyTorch-Chinese https://pytorch123.com/
Basic Concepts
Important points:
- Understanding N-dimensional tensors
- Broadcasting
- How to compute backpropagation
- https://zhuanlan.zhihu.com/p/40378224
I cannot learn much from the pythorch tutorial. To go deeper, I need to understand the framework’s underlying principles—in other words, build it myself.
Switching to tinynn: https://github.com/borgwang/tinynn